Evidence map›Paper›PMID 40006246›Full record

ArticleSensors (Basel, Switzerland)2025

Augmented Reality for Therapeutic Education in Patients with Diabetes: Short- and Mid-Term Learning Benefits.

Marcelo Calle, Francisco Abad, M-Carmen Juan

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Marcelo CalleInstituto Universitario de Automática e Informática Industrial, Universitat Politècnica de València, C/Camino de Vera, s/n, 46022 Valencia, Spain.
Francisco AbadInstituto Universitario de Automática e Informática Industrial, Universitat Politècnica de València, C/Camino de Vera, s/n, 46022 Valencia, Spain.ORCID 0000-0001-5896-8645
M-Carmen JuanInstituto Universitario de Automática e Informática Industrial, Universitat Politècnica de València, C/Camino de Vera, s/n, 46022 Valencia, Spain.ORCID 0000-0002-8764-1470

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This work aims to evaluate the effectiveness of knowledge transfer through an Augmented Reality (AR) application, assessing short- and mid-term retention in children and adults with Type 1 diabetes. One objective is to determine if the AR application helps patients learn about the carbohydrate content of different foods (N = 27 Ecuadorian patients). Another objective is to evaluate the usability and satisfaction perceived by the patients. An additional objective is to compare the data from our study in Ecuador with data from a similar study conducted with Spanish children (N = 42). The results show that the AR application is effective for short-term knowledge transfer (

Indexed as

Augmented RealityDiabetes Mellitus, Type 1LearningPatient Education as TopicAdolescentAdultChildEcuadorFemaleHumansMaleMiddle AgedPatient SatisfactionSpainYoung Adultassessmentaugmented realitycarbohydrate choicesdiabeteslearningmid-termshort-termtherapeutic educationuser experienceuser performance

Identifiers

PMID40006246
PMCPMC11859917

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.